Peter M.

Key Skills

Software

Remotasks

Other

Top Subject Matter

AI training pipelines for LLM output evaluation and code/prompt correctness

Content production for digital marketing and branding (text-based AI-adjacent preparation)

Top Data Types

Image

Top Task Types

Text Generation

Freelancer Overview

Senior AI Training Specialist & Core Code Evaluator. Professional background includes roles such as Laboratory Attachment (Molecular Biology). Core strengths include Remotasks and Other. Education includes Bachelor of Science, Jomo Kenyatta University of Agriculture and Technology (2018) and Kenya Certificate of Secondary Education, Mbooni Boys High School (2013). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Evaluation, Rating, and Text Generation.

Labeling Experience

Senior AI Training Specialist & Core Code Evaluator

Remotasks

Reviewed and evaluated large-language-model outputs to detect programming logic errors and semantic syntax constraint issues. Authored structured adversarial test criteria and edge cases to isolate hallucinations and strengthen safety guardrails. Improved validation and training accuracy metrics through systematic dataset and prompt quality auditing. • Annotated and corrected model-generated responses for logic, semantics, and constraint adherence. • Designed test cases to stress model failure modes and verify guardrail behavior. • Authored instruction datasets and logical prompts for distributed evaluation/training. • Conducted iterative quality review to raise validation training accuracy metrics.

2021 - Present

Digital Services Freelance Consultant

OtherText Generation

Created and curated textual marketing and corporate content intended for indexing and high-conversion performance. Produced branding book and advertising copy assets for multiple international organizations and niche audiences. Maintained consistently high project delivery quality across freelance marketplace engagements. • Wrote optimized copy assets and highly indexed marketing content. • Generated branding documentation and digital marketing materials. • Adapted written materials to niche audience requirements and brand messaging. • Ensured 100% positive delivery score on distributed work platforms.

2019 - 2021

Education

Work History